With Windows Live Mail 2012 how can i stop blocked e-mails from certain senders from being sent to my junk box.

They always go to my 'inbox' for a few seconds then are automatically directed to my 'junk box'.  I would much rather that these e-mails not even come into or near my mail boxes.  Thanks everyone for your help.